Fetching from the wire…
01
02
03
04
05
06
07
08
OSS2026-07-22 · source-backed
A frozen corpus of 138,133 content-deduplicated records across 20,556 repository identifiers, used to define an ontology gated on three conditions: behavioral primacy, independent software identity, and an Agent Host execution relationship (arXiv 2607.18970). It separates "Skill Artifact" from "Skillware Unit" and treats Lifecycle Continuity, whether unit identity survives update, maintenance, rollback, and removal, as a distinct software-grade property. Academic framing, but it's the vocabulary the 40,000-listing marketplace problem needs before anyone can build supply chain tooling for it.
Each link below shares sources, entities, or timing with this story.
Li, Huo, and Johnson show that one-way message flow between agents produces neither mimicry nor solo behavior but an entirely novel dynamical state, at identical temperature settings. It's conceptual rather than quantitative, but the implication for orchestrator-worker fan-out...
Recuris (arXiv 2608.24876) keeps a Working Memory tracking current task progress separate from an Experiential Memory of learned skills, so skill selection indexes against what the task needs now rather than the whole history. It improves 35 of 37 model-benchmark pairs, gains...
13 public sources consolidated into 9,740 skills (7,505 malicious, 2,235 benign) across 11 harmonized attack categories. Learned text detectors score 0.882-0.932 Macro-F1 under random splits but collapse to 0.653-0.665 source-disjoint. arXiv Three off-the-shelf skill scanners...
Traced across 557 SWE-chat sessions (94,813 events) and 33,097 agentic pull requests from AIDev. Agent-facing artifacts account for 60.5% of documentation interactions versus 10.6% for classical technical docs and 1.3% for API references. Consultation is self-initiated 70.2% o...
arXiv 2608.13030 points out existing agent protocols specify message exchange but not how an agent proves identity, authorization, advertised capabilities, or accountability after delegation. It adds Persistent Identity, Discovery, Trust Negotiation and Accountability layers v...
arXiv 2608.11392 studies what happens when a long-running agent compacts its context: a standing constraint frequently persists as textual residue that no longer governs behavior. Behavioral replay shows models perform the prohibited action far more often with a degraded resid...
MindPattern daily
One email a day at 7 AM. Sources and a take on every story. Unsubscribe anytime.